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For: Chen D, Yang W, Wang L, Tan S, Lin J, Bu W. PCAT-UNet: UNet-like network fused convolution and transformer for retinal vessel segmentation. PLoS One 2022;17:e0262689. [PMID: 35073371 PMCID: PMC8786152 DOI: 10.1371/journal.pone.0262689] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 01/02/2022] [Indexed: 11/25/2022]  Open
Number Cited by Other Article(s)
1
Hu W, Yang S, Guo W, Xiao N, Yang X, Ren X. STC-UNet: renal tumor segmentation based on enhanced feature extraction at different network levels. BMC Med Imaging 2024;24:179. [PMID: 39030510 PMCID: PMC11264758 DOI: 10.1186/s12880-024-01359-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 07/08/2024] [Indexed: 07/21/2024]  Open
2
Zhang C, Deng X, Ling SH. Next-Gen Medical Imaging: U-Net Evolution and the Rise of Transformers. SENSORS (BASEL, SWITZERLAND) 2024;24:4668. [PMID: 39066065 PMCID: PMC11280776 DOI: 10.3390/s24144668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 07/12/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024]
3
Li M, Liu Y, Chen D, Chen L, Liu S. Transformer with difference convolutional network for lightweight universal boundary detection. PLoS One 2024;19:e0302275. [PMID: 38626177 PMCID: PMC11020957 DOI: 10.1371/journal.pone.0302275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 03/29/2024] [Indexed: 04/18/2024]  Open
4
Li L, Li J, Wang H, Nie J. Application of the transformer model algorithm in chinese word sense disambiguation: a case study in chinese language. Sci Rep 2024;14:6320. [PMID: 38491085 PMCID: PMC10943221 DOI: 10.1038/s41598-024-56976-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 03/13/2024] [Indexed: 03/18/2024]  Open
5
Sun K, Chen Y, Dong F, Wu Q, Geng J, Chen Y. Retinal vessel segmentation method based on RSP-SA Unet network. Med Biol Eng Comput 2024;62:605-620. [PMID: 37964177 DOI: 10.1007/s11517-023-02960-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 10/28/2023] [Indexed: 11/16/2023]
6
Coronado I, Pachade S, Trucco E, Abdelkhaleq R, Yan J, Salazar-Marioni S, Jagolino-Cole A, Bahrainian M, Channa R, Sheth SA, Giancardo L. Synthetic OCT-A blood vessel maps using fundus images and generative adversarial networks. Sci Rep 2023;13:15325. [PMID: 37714881 PMCID: PMC10504307 DOI: 10.1038/s41598-023-42062-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 09/05/2023] [Indexed: 09/17/2023]  Open
7
Liu Z, Lv Q, Yang Z, Li Y, Lee CH, Shen L. Recent progress in transformer-based medical image analysis. Comput Biol Med 2023;164:107268. [PMID: 37494821 DOI: 10.1016/j.compbiomed.2023.107268] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 05/30/2023] [Accepted: 07/16/2023] [Indexed: 07/28/2023]
8
Chen Y, Wang T, Tang H, Zhao L, Zhang X, Tan T, Gao Q, Du M, Tong T. CoTrFuse: a novel framework by fusing CNN and transformer for medical image segmentation. Phys Med Biol 2023;68:175027. [PMID: 37605997 DOI: 10.1088/1361-6560/acede8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 08/07/2023] [Indexed: 08/23/2023]
9
Arnould L, Meriaudeau F, Guenancia C, Germanese C, Delcourt C, Kawasaki R, Cheung CY, Creuzot-Garcher C, Grzybowski A. Using Artificial Intelligence to Analyse the Retinal Vascular Network: The Future of Cardiovascular Risk Assessment Based on Oculomics? A Narrative Review. Ophthalmol Ther 2023;12:657-674. [PMID: 36562928 PMCID: PMC10011267 DOI: 10.1007/s40123-022-00641-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 12/09/2022] [Indexed: 12/24/2022]  Open
10
End-to-End Automatic Classification of Retinal Vessel Based on Generative Adversarial Networks with Improved U-Net. Diagnostics (Basel) 2023;13:diagnostics13061148. [PMID: 36980456 PMCID: PMC10047448 DOI: 10.3390/diagnostics13061148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 03/07/2023] [Accepted: 03/13/2023] [Indexed: 03/19/2023]  Open
11
Iqbal S, Khan TM, Naveed K, Naqvi SS, Nawaz SJ. Recent trends and advances in fundus image analysis: A review. Comput Biol Med 2022;151:106277. [PMID: 36370579 DOI: 10.1016/j.compbiomed.2022.106277] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 10/19/2022] [Accepted: 10/30/2022] [Indexed: 11/05/2022]
12
TiM-Net: Transformer in M-Net for Retinal Vessel Segmentation. JOURNAL OF HEALTHCARE ENGINEERING 2022;2022:9016401. [PMID: 35859930 PMCID: PMC9293566 DOI: 10.1155/2022/9016401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 06/04/2022] [Accepted: 06/21/2022] [Indexed: 11/17/2022]
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